Construct · 1 fields · 1 citations

balanced accuracy: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

the average of the accuracy on each class, which avoids the inflated scores plain accuracy gives on imbalanced data.

In machine learning, balanced accuracy refers to the average of the accuracy on each class, which avoids the inflated scores plain accuracy gives on imbalanced data. This meaning comes from Brodersen (2010) in 2010 20th International Conference on Pattern Recognition.[1]

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Nearby constructs

accuracy3 fields · 6 citationsjingle · one word, three constructs class imbalance1 fields · 1 citationsanchor · a standalone construct class3 fields · 3 citationsjingle · one word, three constructs

References

Brodersen, K. H., Ong, C. S., Stephan, K. E., & Buhmann, J. M. (2010). The Balanced Accuracy and Its Posterior Distribution. 2010 20th International Conference on Pattern Recognition. https://doi.org/10.1109/icpr.2010.764

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